Search Results - "Meng, Pinchao"

On a Hybrid Approach for Recovering Multiple Obstacles by Yunwen Yin, Yunwen Yin, Weishi Yin, Weishi Yin, Pinchao Meng, Pinchao Meng, Hongyu Liu, Hongyu Liu

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Solving Inverse Scattering Problem with a Crack in Inhomogeneous Medium Based on a Convolutional Neural Network by Yin, Weishi, Yang, Ziyuan, Meng, Pinchao

“…The direct and inverse scattering problems are a type of classical problem with symmetry. Numerical methods combined with machine learning are continuously…”
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Solving a kind of inverse scattering problem of acoustic waves based on linear sampling method and neural network by Meng, Pinchao, Su, Lin, Yin, Weishi, Zhang, Su

“…This paper explores the inverse scattering problem that reconstructs the obstacle shape with far-field information in the acoustic environment. Taking the…”
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Dual-Driven Solver for Reconstructing the Point Sources of Elastic Wave Based on Far-Field Data by Meng, Pinchao, Chai, Yuanyuan, Yin, Weishi

“…Aiming at the inverse source problem of an elastic wave, a dual-driver solver is considered to reconstruct the point sources. In this way, the number,…”
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ODE-RU: a dynamical system view on recurrent neural networks by Meng, Pinchao, Wang, Xinyu, Yin, Weishi

“…The core of the demonstration of this paper is to interpret the forward propagation process of machine learning as a parameter estimation problem of nonlinear…”
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Data-driven assessment of immune evasion and dynamic Zero-COVID policy on fast-spreading Omicron in Changchun by Wang, Kun, Wang, Peng, Jiang, Zhengang, Wang, Lu, Zhou, Linhua, Qi, Dequan, Yin, Weishi, Meng, Pinchao

“…Due to its immune evasion capability, the SARS-CoV-2 Omicron variant was declared a variant of concern by the World Health Organization. The spread of Omicron…”
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Evaluation of the Software Industry Competitiveness in Jilin Province Based on Factor Analysis by Meng, Pinchao, Yin, Weishi, Li, Yanzhong

“…In this paper 12 economic indices of the software industry in 30 cities/provinces in China are used to set up an evaluation system for the competitiveness of…”
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A neural network method for time-dependent inverse source problem with limited-aperture data by Zhang, Ping, Meng, Pinchao, Yin, Weishi, Liu, Hongyu

“…This paper is concerned with the mathematical design of a novel gesture-based input/instruction device with identification and prediction using a moving…”
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Efficient synchronous retrieval of OAM modes and AT strength using multi-task neural networks by Meng, Pinchao, Zhuang, Jiabao, Zhou, Linhua, Yin, Weishi, Qi, Dequan

“…Encoding information using OAM beams as carriers greatly alleviates the capacity crisis in communication systems. When transmitted through the atmospheric…”
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An online interactive physics-informed adversarial network for solving mean field games by Yin, Weishi, Shen, Zhengxuan, Meng, Pinchao, Liu, Hongyu

“…We propose an online interactive physics-informed adversarial network (IPIAN) to address mean field games (MFGs) from the perspective of physics-informed…”
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A Neural Network Method for Inversion of Turbulence Strength by Yin, Weishi, Zhang, Baoyin, Meng, Pinchao, Zhou, Linhua, Qi, Dequan

“…Accurate inversion of atmospheric turbulence strength is a challenging problem in modern turbulence research due to its practical significance. Inspired by…”
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Research on recovering scattering obstacles in inhomogeneous medium based on Bayesian method by Yin, Weishi, Shi, Xingyu, Meng, Pinchao, Qu, Fuheng

“…In this paper, the problem of acoustic wave scattering by obstacles in the two-dimensional inhomogeneous medium is considered. When the refractive index is a…”
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Reflections on teaching of complex function and integral transformation by Pinchao Meng, Zhixia Jiang, Guohui Wu, Shiming Liang

“…"Complex function and integral transformation" is an important professional foundation course. Integrated into the history of mathematics in teaching in…”
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Data Fitting Based on Genetic Programming and Least Square Method by P.C. Meng, W.S. Yin, Z.X. Jiang, Y.Z. Li

“…Traditional data fitting techniques usually require estimating basis function and they are specific for different application areas. Based on dynamic…”
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